Truncated-ARQ aided adaptive network coding for cooperative two-way relaying networks: cross-layer design and analysis

Network Coding (NC) constitutes a promising technique of improving the throughput of relay-aided networks. In this context, we propose a cross-layer design for both amplifyand- forward (AF-) and decode-and-forward two-way relaying (DF-TWR) based on the NC technique invoked for improving the achievable throughput under specific Quality of Service (QoS) requirements, such as the maximum affordable delay and error rate.We intrinsically amalgamate adaptive Analog Network Coding (ANC) and Network Coded Modulation (NCM) with truncated Automatic Repeat reQuest (ARQ) operating at the different OSI layers. At the data-link layer, we design a pair of improved NC-based ARQ strategies based on the Stop-andwait and the Selective-repeat ARQ protocols. At the physical layer, adaptive ANC/NCM are invoked based on our approximate packet error ratio (PER). We demonstrate that the adaptive ANC design can be readily amalgamated with the proposed protocols. However, adaptive NC-QAM suffers from an SNR-loss, when the transmit rates of the pair of downlink (DL) channels spanning from the relay to the pair of destinations are different. Therefore we develop a novel transmission strategy for jointly selecting the optimal constellation sizes for both of the relay-to-destination links that have to be adapted to both pair of channel conditions. Finally, we analyze the attainable throughput, demonstrating that our truncated ARQ-aided adaptive ANC/NCM schemes attain considerable throughput gains over the schemes dispensing with ARQ, whilst our proposed scheme is capable of supporting bidirectional NC scenarios

Error and Congestion Resilient Video Streaming over Broadband Wireless

In this paper, error resilience is achieved by adaptive, application-layer rateless channel coding, which is used to protect H.264/Advanced Video Coding (AVC) codec data-partitioned videos. A packetization strategy is an effective tool to control error rates and, in the paper, source-coded data partitioning serves to allocate smaller packets to more important compressed video data. The scheme for doing this is applied to real-time streaming across a broadband wireless link. The advantages of rateless code rate adaptivity are then demonstrated in the paper. Because the data partitions of a video slice are each assigned to different network packets, in congestion-prone wireless networks the increased number of packets per slice and their size disparity may increase the packet loss rate from buffer overflows. As a form of congestion resilience, this paper recommends packet-size dependent scheduling as a relatively simple way of alleviating the buffer-overflow problem arising from data-partitioned packets. The paper also contributes an analysis of data partitioning and packet sizes as a prelude to considering scheduling regimes. The combination of adaptive channel coding and prioritized packetization for error resilience with packet-size dependent packet scheduling results in a robust streaming scheme specialized for broadband wireless and real-time streaming applications such as video conferencing, video telephony, and telemedicine

DeepSHARQ: hybrid error coding using deep learning

Cyber-physical systems operate under changing environments and on resource-constrained devices. Communication in these environments must use hybrid error coding, as pure pro- or reactive schemes cannot always fulfill application demands or have suboptimal performance. However, finding optimal coding configurations that fulfill application constraints—e.g., tolerate loss and delay—under changing channel conditions is a computationally challenging task. Recently, the systems community has started addressing these sorts of problems using hybrid decomposed solutions, i.e., algorithmic approaches for wellunderstood formalized parts of the problem and learning-based approaches for parts that must be estimated (either for reasons of uncertainty or computational intractability). For DeepSHARQ, we revisit our own recent work and limit the learning problem to block length prediction, the major contributor to inference time (and its variation) when searching for hybrid error coding configurations. The remaining parameters are found algorithmically, and hence we make individual contributions with respect to finding close-to-optimal coding configurations in both of these areas—combining them into a hybrid solution. DeepSHARQ applies block length regularization in order to reduce the neural networks in comparison to purely learningbased solutions. The hybrid solution is nearly optimal concerning the channel efficiency of coding configurations it generates, as it is trained so deviations from the optimum are upper bound by a configurable percentage. In addition, DeepSHARQ is capable of reacting to channel changes in real time, thereby enabling cyber-physical systems even on resource-constrained platforms. Tightly integrating algorithmic and learning-based approaches allows DeepSHARQ to react to channel changes faster and with a more predictable time than solutions that rely only on either of the two approaches

Computer based simulation of optical wireless communications for the development of optimized error protection and correction schemes

Commercial application of optical wireless communications is currently limited to the area of short range near ground connections, like networks between buildings over a few kilometers. For other areas of application, like data downlinks from flying platforms, demonstrations have been done, but commercial systems for long range communications over many kilometers are not yet available for general usage. The biggest challenge for reliable optical communications is to mitigate the fading of the received optical signal. A possible solution is to implement error protection and correction mechanisms for securing transmitted data. In this dissertation a simplified channel model is developed which can be used for computer based simulation. This simplified channel model is then used for the evaluation of error protection and correction mechanisms applied to the optical wireless channel. Finally generally proposed communication scenarios are evaluated if optical wireless communication is possible, based on the developed channel model. The results show that the combination of forward error correction and selective repeat automatic repeat request protocols can be used to realize reliable optical communication links in all proposed scenarios, even the most challenging ones. The back channel traffic for automatic repeat request protocols leads to a significant reduction of the transmittable user data rate in worst-case scenarios and has to be taken into account for the system design. The developed simulation approach can be used to optimize protocols for the optical wireless channel in order to reduce the load on the back channel and the over all required memory.Die kommerzielle Anwendung der optischen Freiraumkommunikation ist gegenwärtig auf den Bereich der bodennahen Kurzstreckenverbindungen mit wenigen Kilometern Länge begrenzt, beispielsweise Netzwerkverbindung zwischen Gebäuden. In anderen Anwendungsbereichen, z.B. Datendownlinks von fliegenden Plattformen, wurden zwar Technologiedemonstrationen durchgeführt, jedoch sind für solche Langstreckenverbindungen keine alltagstauglichen kommerziellen Systeme verfügbar. Die größte Herausforderung für zuverlässige optische Kommunikation ist die Kompensation der Signalschwankungen des empfangenen optischen Signals. Eine mögliche Lösung für dieses Problem ist die Implementierung von Fehlersicherungs- und Fehlerkorrekturmechanismen, um die Datenübertragung abzusichern. In dieser Dissertation wird ein vereinfachtes Kanalmodell entwickelt, welches für die Simulationen mittels Computern geeignet ist. Dieses vereinfachte Modell wird anschließend für die Bewertung von Fehlersicherungs- und Fehlerkorrekturmechanismen für den optischen Kanal verwendet. Abschliessend wird basierend auf dem entwickelten Kanalmodell der mögliche Einsatz von optischer Freiraumkommunikation in häufig vorgeschlagenen Szenarien untersucht. Die Ergebnisse zeigen, dass die Kombination von Vorwärtsfehlerkorrektur und Protokollen mit selektiver Wiederholung und automatischer Wiederholungsanfrage geeignet ist, um zuverlässige optische Kommunikationsverbindungen in allen vorgeschlagenen Szenarien zu realisieren, selbst in den anspruchsvollsten. Die Datenübertragung auf dem Rückkanal von Protokollen mit automatischer Wiederholungsanfrage führt im schlechtesten Fall zu einer signifikanten Reduzierung der übertragbaren Nutzdatenrate und muss bei der Systemauslegung berücksichtigt werden. Mit dem entwickelten Simulationsansatz können Protokolle für den optischen Funkkanal optimiert werden, um die Belastung des Rückkanals zu reduzieren und um den allgemeinen Speicherbedarf zu reduzieren

To NACK or not to NACK? Negative Acknowledgments in Information-Centric Networking

Information-Centric Networking (ICN) is an internetworking paradigm that offers an alternative to the current IP\nobreakdash-based Internet architecture. ICN's most distinguishing feature is its emphasis on information (content) instead of communication endpoints. One important open issue in ICN is whether negative acknowledgments (NACKs) at the network layer are useful for notifying downstream nodes about forwarding failures, or requests for incorrect or non-existent information. In benign settings, NACKs are beneficial for ICN architectures, such as CCNx and NDN, since they flush state in routers and notify consumers. In terms of security, NACKs seem useful as they can help mitigating so-called Interest Flooding attacks. However, as we show in this paper, network-layer NACKs also have some unpleasant security implications. We consider several types of NACKs and discuss their security design requirements and implications. We also demonstrate that providing secure NACKs triggers the threat of producer-bound flooding attacks. Although we discuss some potential countermeasures to these attacks, the main conclusion of this paper is that network-layer NACKs are best avoided, at least for security reasons.Comment: 10 pages, 7 figure

Systematic-RLNC Based Secure and QoS Centric Routing Scheme for WSNs, Journal of Telecommunications and Information Technology, 2019, nr 4

In this paper a highly robust and efficient systematic-random linear network coding (S-RLNC) routing scheme is proposed. Unlike classic security systems, the proposed S-RLNC transmission model incorporates an advanced pre-coding and interleaving concept followed by multigeneration mixing (MGM) based data transmission to assure secure and QoS efficient communication. The proposed S-RLNC MGM based routing scheme exhibits higher throughput (99.5-100%) than the existing NCC-ARQ-WSN protocol (80%). Unlike NCC-ARQ-WSN, the proposed model incorporates multiple enhancements, such as RLNC concept, systematic network coding, MGM concept, IBF provision and redundant packet optimization. Combined, all these optimizations have strengthened the proposed S-RLNC MGM to exhibit optimum performance for secure and QoS-centric communication over WSN